{"id":"W2089304572","doi":"10.1197/s1069-6563(03)00355-5","title":"Emergency Department Overcrowding: What Is Our Response to the “New Normal”?","year":2003,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Overcrowding; Medicine; Emergency department; Library science; Family medicine; Psychiatry; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007261001,0.0005100413,0.000878409,0.001239853,0.003466493,0.006596621,0.002863752,0.009320433,0.009962892],"category_scores_gemma":[0.05145304,0.0002967205,0.0006735768,0.001234154,0.003501833,0.009968203,0.002500759,0.00856707,0.002004853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00386205,"about_ca_system_score_gemma":0.009469776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152213,"about_ca_topic_score_gemma":0.01861775,"domain_scores_codex":[0.995061,0.002129539,0.0004389087,0.0004381492,0.0007915462,0.001140811],"domain_scores_gemma":[0.9750484,0.004618167,0.003645769,0.0003811154,0.007478211,0.008828313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006645268,0.001014723,0.2543799,0.002218691,0.0003350462,0.002504815,0.01666267,0.0007050165,0.0006489264,0.01554745,0.5172314,0.1880869],"study_design_scores_gemma":[0.0002352939,0.0008208546,0.4274266,0.008923269,0.0003589364,0.003351641,0.2903911,0.003122771,0.0006515814,0.03046374,0.2337058,0.0005484004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03783585,0.009758311,0.0005656136,0.9352278,0.007529438,0.00003760894,0.0002104712,0.00004038311,0.008794562],"genre_scores_gemma":[0.8125595,0.02108249,0.001923447,0.1371465,0.02295103,0.000177247,0.0004528904,0.00008002991,0.003626829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01152213,"threshold_uncertainty_score":0.03840035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142485075135455,"score_gpt":0.3614380277673813,"score_spread":0.3200131770160268,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}